Uptrain

Latest version: v0.7.1

Safety actively analyzes 710445 Python packages for vulnerabilities to keep your Python projects secure.

Scan your dependencies

Page 4 of 10

0.6.1

Updated dependencies

0.6.0

We are thrilled to announce a significant array of enhancements aimed at improving user experience, ease of use, and overall functionality in UpTrain v0.6!

New Features:

1. **Local Evaluation Capability ✨**
- Users can now run evaluations locally on their systems, providing more flexibility and control over the evaluation process.

2. **Custom Prompt Evaluation 🎛️**
- Introducing the ability to create custom evaluations tailored to specific user needs, empowering users with more control over the evaluation process.

3. **Scenario Description Parameter for Operators 📝**
- Operators can now specify additional context to the Language Model (LLM) using the scenario description parameter, enhancing the quality of evaluations.

4. **Modular Prompt Templates 🧩**
- Release of customizable prompt templates featuring customizable instructions, few-shot examples, scenario descriptions, and output formats, providing users with versatile tools for prompt creation.

5. **New Integrations 🚀**
- **Vector DBs Integration 🔍**
- Integration with vector databases such as Qdrant, ChromaDB, and FAISS for RAG operations, query responses, and evaluation using UpTrain.
- **Framework Integration 🛠️**
- Integration with LLamaindex framework for streamlined operations.
- **LLM Providers Integration 💡**
- Integration with LLMs like Mistral and Llama from platforms such as Anyscale and Together AI for evaluation purposes.
- **LLM Embeddings Integration 🧠**
- Integration with Jina for generating embeddings to enhance RAG operations and evaluations.

6. **Research Integration 📚**
- UpTrain now incorporates the state-of-the-art Spade framework for auto-generating assertions to identify poor LLM outputs, facilitating seamless evaluation on user datasets.

7. **Root Cause Analysis 🕵️**
- UpTrain facilitates root cause analysis for failure issues in RAG pipelines, aiding in the identification and resolution of problems.

8. **Vector Search Integration 🔍**
- Enhanced vector search capability allows for comparing different embedding models, enabling users to derive more relevant context from vector databases.

New Evaluations:

1. **Jailbreak Detection 🚨**
- Identify attempts to perform illegal activities or misuse of the LLM. Users can specify a model purpose to ensure adherence to intended usage.

2. **Code Hallucination 💻**
- Determine the grounding of code generated by the LLM based on provided documents/context, ensuring coherence and relevance.

0.5

We're excited to roll out UpTrain v0.5, packed with powerful enhancements to elevate your language model training experience! 🌟

**Key Features:**

1. **Cutting-edge GPT Model Update 🎉**
- UpTrain now leverages the latest and greatest GPT model by default, ensuring top-notch performance and enhanced capabilities.

2. **Fine-Tuned Control with Prompt Injection 🤯**
- Introducing Prompt Injection for precise customization! Tailor your prompts to optimize training outcomes and harness the full potential of your models.

3. **Response Alignment and Sincerity Evaluations 🧠**
- UpTrain v0.5 introduces Response Alignment and Response Sincerity evaluations aligned with specific scenarios. Achieve even more contextually relevant and sincere responses from your models.

4. **Revamped Evaluation Scoring 📈**
- We've overhauled evaluation scoring to provide more accurate insights into your model's performance. Understand your model's strengths and areas for improvement with enhanced clarity.

5. **JSON Data Support for Response Format 🚀**
- Now, UpTrain supports JSON data as a response format, offering greater flexibility and compatibility with various applications and systems.

6. **Fresh and Improved Prompt Templates 🌈**
- Enjoy an array of updated and improved prompt templates, carefully crafted to spark creativity and produce exceptional training results. Unleash the potential of your models with our refined prompts.

Upgrade to UpTrain v0.5 today and take your language model training to new heights! 🚀🌐 If you have any feedback or suggestions, feel free to reach out. Happy training! 🤖✨

0.5.0

0.4.9

We're thrilled to unveil the latest UpTrain release (v0.4.9), loaded with enhancements and exciting features to elevate your experience. Let's dive into the details:

Features and Enhancements:

1. 🌐 Improved Azure OpenAI Client for a Seamless Experience

Experience a smoother workflow with our enhanced Azure OpenAI client, making UpTrain integration with your Azure services even more seamless. Tap into the full power of Azure OpenAI effortlessly.

2. 🔗 Up-to-Date OpenAI, OpenAI Evals, and Litellm Support

Stay ahead of the curve! We've updated the UpTrain codebase to ensure compatibility with the latest releases of OpenAI, OpenAI Evals, and Litellm. Embrace cutting-edge features and improvements seamlessly.

3. ✅ New Valid Response Operator

Introducing the Valid Response Operator – a powerful addition to UpTrain! Easily check response validity for any query, ensuring precision and relevance in your interactions. Fine-tune your models with confidence.

4. 🔄 Enhanced JSON and MongoDB Readers

Investing in efficiency! We've refined our JSON and MongoDB readers for a more robust data processing experience. Enjoy improved data handling capabilities, ensuring optimal performance in parsing your data.

5. 📘 Fresh Tutorials to Boost Your Skills

Explore new horizons with our latest tutorials! Whether you're a seasoned user or just starting, our informative guides will help you make the most of UpTrain's features. Elevate your skills with best practices and advanced techniques.

Happy training! 🚀

0.4.8

Page 4 of 10

© 2025 Safety CLI Cybersecurity Inc. All Rights Reserved.